I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really understanding them.
☆53Feb 16, 2020Updated 6 years ago
Alternatives and similar repositories for rl_algorithms
Users that are interested in rl_algorithms are comparing it to the libraries listed below
Sorting:
- Practice for coding interviews.☆37Dec 3, 2019Updated 6 years ago
- This will contain my notes for research papers that I read.☆625Jul 17, 2019Updated 6 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆95Apr 7, 2018Updated 7 years ago
- Model-Based Generative Adversarial Imitation Learning☆89Mar 29, 2021Updated 4 years ago
- Replication of Uber Neuroevolution paper☆46Apr 14, 2018Updated 7 years ago
- [NIPS 2017] InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations☆184Nov 14, 2024Updated last year
- Combining deep learning and reinforcement learning.☆81Oct 14, 2021Updated 4 years ago
- Practice with MCMC methods and dynamics (Langevin, Hamiltonian, etc.)☆42Feb 16, 2020Updated 6 years ago
- ☆24Oct 22, 2015Updated 10 years ago
- Inferring beliefs about dynamics from behavior☆30May 24, 2018Updated 7 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆115Nov 14, 2018Updated 7 years ago
- Robust policy search algorithms which train on model ensembles☆30Oct 26, 2016Updated 9 years ago
- Deep reinforcement learning in ViZDoom (using Tensorflow)☆19Jan 25, 2018Updated 8 years ago
- Code for the paper "Generative Adversarial Imitation Learning"☆730Nov 22, 2018Updated 7 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆374Oct 15, 2021Updated 4 years ago
- Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"☆206Nov 22, 2018Updated 7 years ago
- Reference implementation for Structured Prediction with Deep Value Networks☆54Jul 10, 2017Updated 8 years ago
- Code for the CoRL 2019 paper AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers☆24Feb 15, 2023Updated 3 years ago
- learning to play atari games with reinforcement learning☆10Jan 4, 2016Updated 10 years ago
- Based on SciPy's normalized git stats, adapted for Deep Learning frameworks☆16Feb 15, 2017Updated 9 years ago
- Variable-order CRFs with structure learning☆17Aug 1, 2024Updated last year
- Reinforcement Learning with Deep Energy-Based Policies☆436Nov 28, 2023Updated 2 years ago
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆3,045Jun 10, 2023Updated 2 years ago
- A reinforcement learning framework☆157Dec 26, 2018Updated 7 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Sep 13, 2019Updated 6 years ago
- [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!☆104Dec 8, 2022Updated 3 years ago
- This package allows to use PLE as a gym environment.☆72Jun 26, 2020Updated 5 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆184Mar 25, 2018Updated 7 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Dec 30, 2019Updated 6 years ago
- ☆160Jul 21, 2017Updated 8 years ago
- Reinforcement Learning with Goals☆169Oct 11, 2019Updated 6 years ago
- ICML 2018 Self-Imitation Learning☆278Apr 18, 2020Updated 5 years ago
- ☆27Dec 2, 2017Updated 8 years ago
- Code for IROS 2020 paper: https://arxiv.org/abs/1910.04854☆27Aug 30, 2024Updated last year
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,272Feb 9, 2021Updated 5 years ago
- ☆13Jun 23, 2017Updated 8 years ago
- PGQ is an approach to combine Policy Gradient and Q-Learning. This repository will contain an implementation of PGQ.☆15Mar 9, 2017Updated 8 years ago
- PyTorch implementation of Trust Region Policy Optimization☆450Sep 13, 2018Updated 7 years ago
- ☆76Jun 7, 2017Updated 8 years ago